Multiple Linear Regression - Estimated Regression Equation
Time_in_RFC[t] = + 8265.69054333235 + 66.6080746061941Shared_compendiums[t] + 2023.20664315082Reviewed_compendiums[t] + 261.896358450936Long_feedback[t] + 708.747364982016Blogs[t] + 0.139075709621003Characters[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)8265.690543332358519.648670.97020.3334340.166717
Shared_compendiums66.60807460619411221.1335160.05450.9565690.478284
Reviewed_compendiums2023.20664315082858.5866282.35640.0196780.009839
Long_feedback261.896358450936235.4643561.11230.2677180.133859
Blogs708.747364982016107.2493336.608400
Characters0.1390757096210030.1365111.01880.3098630.154931


Multiple Linear Regression - Regression Statistics
Multiple R0.809551198801161
R-squared0.655373143480397
Adjusted R-squared0.644467230299397
F-TEST (value)60.0933761899155
F-TEST (DF numerator)5
F-TEST (DF denominator)158
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation38131.154732844
Sum Squared Residuals229729623879.094


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1146455174660.978368163-28205.9783681628
284944138519.97509211-53575.9750921103
3113337124071.103649347-10734.1036493465
4128655156858.332367641-28203.332367641
57439887030.6331641451-12632.6331641451
63552385339.60609898-49816.60609898
7293403165142.583321752128260.416678248
83275057160.766540204-24410.766540204
9106539120265.683262231-13726.683262231
10130539114606.09356176315932.9064382373
11154991158361.045810202-3370.04581020215
12126683174923.115407388-48240.1154073881
13100672119269.640352297-18597.6403522973
14179562179391.08357329170.916426710045
15125971126564.619166665-593.619166664564
16234509205927.88711069828581.1128893023
17158980169842.818686389-10862.8186863892
18184217127471.79404691256745.2059530879
19107342150668.269718537-43326.2697185372
20141371169685.272577334-28314.272577334
21154730165257.592703304-10527.5927033037
22264020151369.473215006112650.526784994
239093887102.57265285083835.42734714921
24101324169157.840142358-67833.8401423581
25130232160631.440126806-30399.4401268063
26137793135663.153415242129.84658476016
27161678134463.99788686727214.0021131332
28151503153826.270518483-2323.27051848282
29105324105702.591085683-378.591085682627
30175914154987.88919509620926.1108049037
31181853161353.62730105420499.3726989461
32114928155906.721163111-40978.7211631106
33190410172666.85226195517743.1477380447
346149984414.1035622048-22915.1035622048
35223004185816.32279956337187.6772004375
36167131121759.03468424945371.9653157508
37233482148015.80993768485466.1900623164
38121185116262.8473206094922.15267939128
397877657084.262632998321691.7373670017
40188967143989.00573761244977.9942623877
41199512132514.10212801866997.8978719822
42102531125892.619031959-23361.6190319595
43118958115426.407802393531.59219760975
446894892719.30324129-23771.30324129
459312590999.8685842482125.13141575201
46277108128439.302443725148668.697556275
477880097765.0825770511-18965.0825770511
48157250179014.15737824-21764.1573782401
49210554180634.39252662129919.6074733789
50127324163327.536771416-36003.5367714156
51114397129608.2643174-15211.2643174002
522418823980.5236522112207.476347788754
53246209200106.69253837346102.3074616271
546502980402.8764470807-15373.8764470807
559803076743.155312816721286.8446871833
56173587144358.19449953929228.8055004613
57172684185073.705780817-12389.7057808167
58191381232049.409715687-40668.4097156873
59191276195706.810792447-4430.8107924465
60134043113446.97376347220596.0262365284
61233406183650.26674975749755.7332502431
62195304176074.29341065419229.7065893462
63127619116807.47454513110811.5254548688
64162810139518.8522987523291.1477012501
65129100134466.322956195-5366.32295619481
66108715108718.80539097-3.80539097043272
67106469139098.692444301-32629.692444301
68142069154571.946557932-12502.9465579321
69143937175622.136258281-31685.1362582812
7084256119566.308616363-35310.3086163631
71118807138168.64566705-19361.6456670496
726947186493.2409611531-17022.2409611531
73122433137914.290037589-15481.2900375891
74131122134110.376826032-2988.37682603192
7594763150508.847568185-55745.8475681853
76188780160828.88311205127951.1168879491
77191467153295.56221984338171.4377801571
78105615135688.951661823-30073.9516618234
7989318136933.531951629-47615.5319516294
80107335118947.614196654-11612.6141966539
819859995380.97459384413218.02540615595
82260646158803.097409693101842.902590307
83131876105704.45149297226171.5485070283
84119291162895.849328418-43604.8493284182
858095380504.6373658315448.362634168486
869976888272.721327424111495.2786725759
8784572144212.420440053-59640.4204400532
88202373120555.06494263781817.9350573629
89166790123060.38411576443729.6158842364
9099946173996.868702342-74050.8687023415
91116900102564.70579982314335.2942001773
92142146189090.191319768-46944.1913197683
9399246108861.056131566-9615.05613156638
94156833134862.39717791521970.6028220846
95175078142680.02601856632397.973981434
96130533136469.788519201-5936.78851920068
97142339184493.70614279-42154.70614279
98176789194839.889492022-18050.8894920224
99181379187299.3341928-5920.33419280022
100228548221229.2995924497318.70040755139
101142141142096.97247202144.0275279786062
102167845196194.885144596-28349.8851445956
10310301280945.564093967922066.4359060321
10443287104547.59918252-61260.5991825203
10512536697634.457948512827731.5420514872
106118372171933.10646615-53561.10646615
107135171136768.746573215-1597.74657321536
108175568160425.22688718415142.773112816
10974112122035.039421098-47923.0394210981
11088817110637.332912824-21820.332912824
111164767147103.20434128117663.7956587185
112141933159844.805128675-17911.8051286751
1132293818247.55863012274690.44136987733
114115199131676.175962269-16477.1759622694
1156185761988.6358949243-131.635894924335
11691185130593.410994547-39408.410994547
117213765181919.94138617131845.0586138288
1182105411219.58973498649834.41026501363
119167105113642.01091765353462.9890823467
1203141456412.750865906-24998.750865906
121178863144970.89479844133892.1052015585
122126681144775.488213487-18094.4882134866
1236432088673.3873730349-24353.3873730349
1246774698364.8429546403-30618.8429546403
1253821442511.2362562259-4297.23625622587
12690961116870.325748724-25909.325748724
127181510191547.175447028-10037.1754470284
128116775176197.205570039-59422.205570039
129223914172374.47333010451539.5266698959
130185139185931.426949376-792.426949375889
131242879244123.156815566-1244.15681556604
132139144131675.1555302977468.84446970284
1337581289872.266504278-14060.266504278
134178218145954.68244224732263.3175577527
135246834192926.52850615953907.4714938413
1365099981117.1421637545-30118.1421637545
137223842169639.50946562654202.4905343741
13893577122155.95619032-28578.95619032
139155383152956.235125682426.76487431987
140111664143127.247860951-31463.2478609511
1417542667481.72122851477944.27877148531
142243551142428.125264157101122.874735843
143136548189813.065653981-53265.0656539814
14417326087190.881982088386069.1180179117
145185039156782.79331544228256.2066845578
14667507148383.218256649-80876.218256649
147139350153855.983034269-14505.9830342687
148172964212643.027927062-39679.0279270618
14908865.16321478809-8865.16321478809
1501468812647.08036728972040.91963271028
151988265.69054333234-8167.69054333234
1524558265.69054333234-7810.69054333234
15308332.29861793854-8332.29861793854
15408265.69054333234-8265.69054333234
155128066124053.4724640764012.52753592433
156176460169238.3151942317221.68480576924
15708265.69054333234-8265.69054333234
1582038265.69054333234-8062.69054333234
159719912746.8151998414-5547.81519984137
1604666031859.44097346314800.559026537
1611754714008.7359512053538.26404879499
1627356778907.5243576293-5340.52435762934
1639698265.69054333234-7296.69054333234
16410106089239.844472971711820.1555270283


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.9895451185742080.02090976285158320.0104548814257916
100.9797638492505820.04047230149883580.0202361507494179
110.9629377665008690.0741244669982620.037062233499131
120.9374258842179840.1251482315640310.0625741157820157
130.9151328104613070.1697343790773850.0848671895386926
140.8701897132668330.2596205734663330.129810286733167
150.8188541575016210.3622916849967570.181145842498379
160.7584935782567180.4830128434865630.241506421743282
170.7049061930056610.5901876139886780.295093806994339
180.7046153818943790.5907692362112420.295384618105621
190.8289953746633040.3420092506733910.171004625336696
200.7785272855146880.4429454289706240.221472714485312
210.7583866851787320.4832266296425370.241613314821268
220.9684782255967580.06304354880648310.0315217744032416
230.9584934973259560.0830130053480880.041506502674044
240.966553163216550.0668936735668990.0334468367834495
250.9653610643899220.06927787122015610.034638935610078
260.9510035968234620.09799280635307660.0489964031765383
270.9450648265100950.1098703469798090.0549351734899046
280.9256591779616940.1486816440766120.0743408220383061
290.9027950873507460.1944098252985080.0972049126492542
300.8778105050519640.2443789898960730.122189494948036
310.8602367095372450.279526580925510.139763290462755
320.8538698678793240.2922602642413520.146130132120676
330.8254131220114610.3491737559770770.174586877988539
340.7921841252453890.4156317495092220.207815874754611
350.7696081600072560.4607836799854890.230391839992745
360.7762872084910.4474255830180010.223712791509
370.8768824829460540.2462350341078930.123117517053946
380.8472553988302250.3054892023395490.152744601169775
390.8269861435162370.3460277129675260.173013856483763
400.8369498906630320.3261002186739350.163050109336968
410.9295213784586910.1409572430826180.0704786215413091
420.9144835612796130.1710328774407750.0855164387203873
430.8926750965393990.2146498069212020.107324903460601
440.8734682432900520.2530635134198960.126531756709948
450.8445109720301070.3109780559397860.155489027969893
460.9936679325639640.01266413487207170.00633206743603585
470.9916737932944460.01665241341110720.00832620670555362
480.9899345461974390.0201309076051220.010065453802561
490.9872436952475140.02551260950497130.0127563047524856
500.9857808104214780.02843837915704470.0142191895785223
510.9825613599529740.03487728009405280.0174386400470264
520.9765746365124910.0468507269750190.0234253634875095
530.9807932208143550.03841355837129020.0192067791856451
540.9751412034745920.04971759305081510.0248587965254076
550.9708036712913460.05839265741730760.0291963287086538
560.9658606769405370.06827864611892520.0341393230594626
570.9588163521490790.08236729570184250.0411836478509213
580.9591350375306550.08172992493869060.0408649624693453
590.9493164013705280.1013671972589450.0506835986294723
600.9449314771543650.1101370456912690.0550685228456346
610.9471023026447040.1057953947105920.0528976973552959
620.9356724137928140.1286551724143720.0643275862071861
630.922921594791870.1541568104162610.0770784052081303
640.91181633898680.1763673220263990.0881836610131997
650.895853179486510.2082936410269810.10414682051349
660.8732778399903550.253444320019290.126722160009645
670.881401502909850.2371969941803010.11859849709015
680.859255882097160.281488235805680.14074411790284
690.850320386341860.2993592273162790.14967961365814
700.8438036365436810.3123927269126390.156196363456319
710.8256225656726150.3487548686547690.174377434327385
720.8023127525701390.3953744948597220.197687247429861
730.7752160079073330.4495679841853330.224783992092667
740.7425203635561930.5149592728876140.257479636443807
750.7809033806989690.4381932386020610.219096619301031
760.7624219288900180.4751561422199650.237578071109982
770.7602361961630170.4795276076739670.239763803836983
780.8154661806933830.3690676386132340.184533819306617
790.8317920487298670.3364159025402660.168207951270133
800.8051437804565210.3897124390869580.194856219543479
810.7720307395105810.4559385209788380.227969260489419
820.9243657005876430.1512685988247140.075634299412357
830.9167513883477440.1664972233045130.0832486116522563
840.9251220275274230.1497559449451540.0748779724725768
850.9083636053393150.1832727893213690.0916363946606846
860.8898351337756580.2203297324486850.110164866224342
870.9214078708740330.1571842582519340.0785921291259671
880.9704219233140790.05915615337184150.0295780766859208
890.9750972149405140.04980557011897250.0249027850594862
900.989486792699210.02102641460157960.0105132073007898
910.98675516248320.02648967503359950.0132448375167997
920.9898239866515660.02035202669686750.0101760133484338
930.9865822010190120.02683559796197580.0134177989809879
940.9836573922916840.03268521541663240.0163426077083162
950.9819515245070370.03609695098592550.0180484754929627
960.9766140536836060.04677189263278710.0233859463163936
970.978811616384050.04237676723190030.0211883836159501
980.9735611180381610.0528777639236770.0264388819618385
990.9667238665378890.06655226692422180.0332761334621109
1000.9618006547017440.07639869059651110.0381993452982555
1010.9506234744033780.09875305119324430.0493765255966222
1020.9455598627501690.1088802744996620.0544401372498308
1030.9483074203559180.1033851592881640.0516925796440819
1040.9715657374747730.05686852505045430.0284342625252271
1050.9671807813066420.06563843738671650.0328192186933582
1060.9771601745611950.04567965087761040.0228398254388052
1070.9701113070419190.05977738591616140.0298886929580807
1080.9631067552378710.07378648952425770.0368932447621288
1090.9626260396469540.07474792070609230.0373739603530462
1100.9532178711849290.09356425763014140.0467821288150707
1110.9411516998505750.117696600298850.0588483001494252
1120.9267023150892620.1465953698214760.0732976849107381
1130.9073754114163840.1852491771672320.092624588583616
1140.8874683815842170.2250632368315650.112531618415783
1150.8612165574887740.2775668850224510.138783442511226
1160.8499202516222130.3001594967555740.150079748377787
1170.8294164266995190.3411671466009610.170583573300481
1180.7966924295510960.4066151408978090.203307570448904
1190.8296461368840210.3407077262319570.170353863115979
1200.8057738978593330.3884522042813340.194226102140667
1210.7984207325428050.403158534914390.201579267457195
1220.7745999114385880.4508001771228240.225400088561412
1230.7470612852989640.5058774294020710.252938714701036
1240.726865186316490.5462696273670190.27313481368351
1250.6782636815119990.6434726369760020.321736318488001
1260.6416829378297310.7166341243405380.358317062170269
1270.5880809837073420.8238380325853160.411919016292658
1280.6544438184295820.6911123631408370.345556181570418
1290.6836672348719380.6326655302561240.316332765128062
1300.628401178122740.743197643754520.37159882187726
1310.5711442542350790.8577114915298420.428855745764921
1320.5165403325487360.9669193349025270.483459667451264
1330.4566326340298710.9132652680597420.543367365970129
1340.4309902692279530.8619805384559050.569009730772047
1350.4700240812241510.9400481624483020.529975918775849
1360.5016416665254510.9967166669490980.498358333474549
1370.6485347032537730.7029305934924540.351465296746227
1380.6497618411332870.7004763177334270.350238158866713
1390.6140598918893550.771880216221290.385940108110645
1400.5715097743119180.8569804513761640.428490225688082
1410.5072892625099540.9854214749800920.492710737490046
1420.8436918058131020.3126163883737950.156308194186898
1430.8312589477581640.3374821044836730.168741052241836
1440.9998832411133620.0002335177732755610.000116758886637781
1450.9999979227347944.15453041151827e-062.07726520575914e-06
1460.9999945908493911.08183012185309e-055.40915060926543e-06
1470.9999914968596131.70062807748814e-058.50314038744071e-06
1480.9999995413366789.17326644376279e-074.58663322188139e-07
1490.9999991398192151.72036156979472e-068.60180784897359e-07
1500.9999946909022351.06181955298644e-055.30909776493222e-06
1510.9999699165251776.01669496469368e-053.00834748234684e-05
1520.9998359843821320.0003280312357363920.000164015617868196
1530.9999935944604681.28110790649289e-056.40553953246443e-06
1540.9999084410513390.0001831178973214889.15589486607438e-05
1550.9997353023687260.0005293952625489090.000264697631274455


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level120.0816326530612245NOK
5% type I error level330.224489795918367NOK
10% type I error level540.36734693877551NOK